Ensemble deep learning for Alzheimer’s disease diagnosis using MRI: Integrating features from VGG16, MobileNet, and InceptionResNetV2 models - Alruily, Meshrif; Abd El-Aziz, A A; Mostafa, Ayman Mohamed; Ezz, Mohamed; Mostafa, Elsayed; Alsayat, Ahmed; El-Ghany, Sameh Abd (PloS one, 2025)
Keywords: Accuracy; Aged; Algorithms; Alzheimer Disease - diagnosis; Alzheimer Disease - diagnostic imaging; Alzheimer's disease; Amyloid; Biology and Life Sciences; Brain - diagnostic imaging; Brain research; Classification; Cognitive ability; Computer and Information Sciences; Datasets; Deep Learning; Dementia; Dementia disorders; Diagnosis; Disease; Fatalities; Female; Humans; Image processing; Literature reviews; Machine learning; Magnetic resonance imaging; Magnetic Resonance Imaging - methods; Male; Medical imaging; Medicine and Health Sciences; Memory; Methods; Neural networks; Neurodegenerative diseases; Neurofibrillary tangles; Neuroimaging; Research and Analysis Methods; Senile plaques; Saudi Arabia